plot_mgwrsar: plot_mgwrsar plots the value of local paramaters of a mgwrsar...

In mgwrsar: GWR and MGWR with Spatial Autocorrelation

plot_mgwrsar plots the value of local paramaters of a mgwrsar models using a leaflet map.

Description

plot_mgwrsar plots the value of local paramaters of a mgwrsar models using a leaflet map.

Usage

plot_mgwrsar(model,type='coef',var=NULL,crs=NULL,mypalette= "RdYlGn",opacity=0.5
,fopacity=0.5,nbins=8,radius=500,mytile='Stamen.TonerBackground',myzoom=8,
myresolution=150,LayersControl=TRUE,myzoomControl=TRUE,mytile2=NULL,ScaleBar=NULL,
ScaleBarOptions=list(maxWidth = 200, metric = TRUE,imperial = FALSE,
updateWhenIdle = TRUE),MyLegendTitle=NULL,lopacity=0.5)

Arguments

model	a mgwsar model.
type	default 'coef', for plotting the value of the coefficients. Local t-Student could also be plot using 't_coef', residuals using 'residuals' and fitted using 'fitted'.
var	Names of variable to plot.
crs	A CRS projection.
mypalette	A leaflet palette.
opacity	Opacity of border color.
fopacity	Opacity of fill color.
nbins	nbins.
radius	radius of circle for plot of points.
mytile	tile 1.
myzoom	level of zoom for tile 1.
myresolution	resolution for tile 1.
LayersControl	layers contols.
myzoomControl	zoem control.
mytile2	tile 2.
ScaleBar	ScaleBar.
ScaleBarOptions	options for ScaleBar.
MyLegendTitle	Legend title.
lopacity	opacity for legend.

Value

A Interactive Web Maps with local parameters plot and Open Street Map layer.

See Also

MGWRSAR, bandwidths_mgwrsar, summary_mgwrsar, predict_mgwrsar, kernel_matW

Examples

 library(mgwrsar)
 ## loading data example
 data(mydata)
 coord=as.matrix(mydata[,c("x_lat","y_lon")])
 ## Creating a spatial weight matrix (sparce dgCMatrix)
 ## of 4 nearest neighbors with 0 in diagonal
 model_GWR0<-MGWRSAR(formula = 'Y_gwr~X1+X2+X3', data = mydata,coord=coord,
 fixed_vars=NULL,kernels=c('gauss'),H=0.13, Model='GWR',control=list(SE=TRUE))
 summary_mgwrsar(model_GWR0)
 plot_mgwrsar(model_GWR0,type='B_coef',var='X2')
 plot_mgwrsar(model_GWR0,type='t_coef',var='X2')

mgwrsar documentation built on April 17, 2023, 9:09 a.m.